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license: mit |
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## Bangla Glove Vectors |
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This is a collection of pre-trained glove vectors for the Bengali language. You can find details training in [this](https://github.com/sagorbrur/GloVe-Bengali) repository. |
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This model is build for [bnlp](https://github.com/sagorbrur/bnlp) package. |
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## Datasets |
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- [Wikipedia dump datasets](https://dumps.wikimedia.org/bnwiki/latest/) |
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## Model Details |
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- wikipedia+crawl_news_articles (39M(39055685) tokens, 0.18M(178152) vocab size, 195.4MB download): |
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bn_glove.39M.300d.zip |
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- wikipeida+crawl_news_articles (39M(39055685) tokens, 0.18M(178152) vocab size, 100d vectors, 65MB download): |
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bn_glove.39M.100d.zip |
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- Wikipedia (20M(19965328) tokens, 0.13M(134255) vocab, 300d vectors, 145.9MB download): |
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bn_glove.300d.zip |
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- Wikipedia (20M(19965328) tokens, 0.13M(134255), 100d vectors, 51.2MB download): |
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bn_glove.100d.zip |
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## Usage |
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```py |
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from bnlp import BengaliGlove |
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glove_path = "bn_glove.39M.100d.txt" |
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word = "গ্রাম" |
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bng = BengaliGlove() |
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res = bng.closest_word(glove_path, word) |
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print(res) |
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vec = bng.word2vec(glove_path, word) |
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print(vec) |
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``` |
